Restricted Frontier AI Access Risks Compounding Institutional Power Gaps

Jeremy Howard argues that limiting unrestricted frontier AI access to vetted institutions — big labs, governments, large enterprises — creates a self-reinforcing capability gap, as those players use frontier tools to advance AI research faster than everyone else. The concern is structural: the restriction mechanism itself accelerates concentration.